Models for Discrete Data
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Uitgever: Oxford University Press
Auteur:
Daniel Zelterman
David Zelterman
- Engels
- Hardcover
- 9780198567011
- 16 februari 2006
- 296 pagina's
Samenvatting
This revised edition illustrates the statistical analysis of data using computer programs in SAS, a widely used software package in the health sciences. Many numerical examples are provided to illustrate the methods and these are discussed along with the corresponding computer output. Several new datasets are included, mostly from the health and medical sector.
Discrete or count data arise in experiments where the outcome variables are the numbers of individuals classified into unique, non-overlapping categories. This revised edition describes the statistical models used in the analysis and summary of such data, and provides a sound introduction to the subject for graduate students and practitioners needing a review of the methodology. With many numerical examples throughout, it includes topics not covered in depth elsewhere, such as the negative multinomial distribution; the many forms of the hypergeometric distribution; and coordinate free models. A detailed treatment of sample size estimation and power are given in terms of both exact inference and asymptotic, non-central chi-squared methods. A new section covering Poisson regression has also been included. An important feature of this book, missing elsewhere, is the integration of the software into the text. Many more exercises are provided (including 84% more applied exercises) than in the previous edition, helping consolidate the reader's understanding of all subjects covered, and making the book highly suitable for use in a classroom setting. Several new datasets, mostly from the health and medical sector, are discussed, including previously unpublished data from a study of Tourette's Syndrome in children.
Discrete or count data arise in experiments where the outcome variables are the numbers of individuals classified into unique, non-overlapping categories. This revised edition describes the statistical models used in the analysis and summary of such data, and provides a sound introduction to the subject for graduate students and practitioners needing a review of the methodology. With many numerical examples throughout, it includes topics not covered in depth elsewhere, such as the negative multinomial distribution; the many forms of the hypergeometric distribution; and coordinate free models. A detailed treatment of sample size estimation and power are given in terms of both exact inference and asymptotic, non-central chi-squared methods. A new section covering Poisson regression has also been included. An important feature of this book, missing elsewhere, is the integration of the software into the text. Many more exercises are provided (including 84% more applied exercises) than in the previous edition, helping consolidate the reader's understanding of all subjects covered, and making the book highly suitable for use in a classroom setting. Several new datasets, mostly from the health and medical sector, are discussed, including previously unpublished data from a study of Tourette's Syndrome in children.
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- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 16 februari 2006
- Aantal pagina's
- 296
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Daniel Zelterman
- Tweede Auteur
- David Zelterman
- Hoofduitgeverij
- Oxford University Press
Vertaling
- Originele titel
- Models for Discrete Data
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- Editie
- Revised edition
- Extra groot lettertype
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- Product breedte
- 161 mm
- Product hoogte
- 22 mm
- Product lengte
- 241 mm
- Studieboek
- Ja
- Verpakking breedte
- 161 mm
- Verpakking hoogte
- 22 mm
- Verpakking lengte
- 241 mm
- Verpakkingsgewicht
- 570 g
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- EAN
- 9780198567011
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